Shypd.aiThe largest open index of AI toolsEasyEdit is an open-source knowledge editing framework that allows developers to modify the knowledge stored in Large Language Models (LLMs). It supports various editing techniques, including real-time steering during inference, without requiring retraining.
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EasyEdit is an open-source framework designed for knowledge editing in Large Language Models (LLMs). It offers an easy-to-use interface for developers to modify and control the information LLMs know and how they behave. The framework supports a wide array of knowledge editing techniques, ranging from updating internal parameters and introducing additional parameters (EasyEdit 1.0) to real-time steering during inference without retraining (EasyEdit 2.0). It integrates various steering methods and provides tools for evaluation, including a hierarchical benchmark called SteerEval. EasyEdit also incorporates support for unstructured long-form knowledge editing datasets and methods, making it a comprehensive solution for researchers and developers working on LLM controllability and refinement.
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